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The dominant tendency today privileges economic growth, thus being the maximization of performed labor per energy unit its ultimate goal.
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Consequently, the power to detect linkage through mod score will be highest when the space of models where the maximization is performed includes the true model.
Additionally, flux maximization was performed by both implementations of the WW and MS algorithms during the preprocessing phase.
This maximization is performed efficiently by a version of the iteratively reweighted least-squares algorithm.
For instance, the cost function over which maximization is performed is present in the set of constraints (c.f. the first two constraints of (1)).
This maximization is performed using the EM (Expectation-Maximization) algorithm, given a suitable stating value (θ (0), ) of (θ, Λ0).
Maximization was performed independently for each set using the proposed approach.
Curve fitting and clustering of the data by expectation-maximization was performed on the log2-transformed RNA-seq data using the R package mclust [ 66].
An expectation maximization analysis was performed to estimate the parameter λ which is the probability of both gene gain and loss per unit of time in the phylogeny (for our dataset λ = 0.016 was estimated).
Expectation Maximization algorithm was performed to estimate missing answers on subscales with less than 15% missing answers to allow the calculation of total scores [ 23].
In such case, maximization can be performed by any fast numerical optimization method.
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